█

AI/TLDR

Buy me a coffee
Buy me a coffee

Model comparison

Mixtral 8x22B vs Claude 2.1

Short answer

Mixtral 8x22B and Claude 2.1 split the 2 benchmarks both report evenly; Mixtral 8x22B is cheaper on input tokens ($2 vs $8 per 1M, 4×); Claude 2.1 has the larger context window (200K vs 64K); Mixtral 8x22B ships open weights while Claude 2.1 is API-only.

Specs and pricing side by side

SpecMixtral 8x22BClaude 2.1
MakerMistral AIAnthropic
Released2024-04-102023-11-21
Context window64K200K tokens
Max output4K (la Plateforme; ~8K on some providers)~4,000 tokens (Claude 2 was trained to…
Input price$2.00 per 1M tokens$8.00
Output price$6.00 per 1M tokens$24.00
Parameters141B total, 39B active per tokenUndisclosed
LicenseApache 2.0Proprietary
WeightsOpen weightsAPI only
ModalitiesTextTextsame
Knowledge cutoffNot publicly disclosed by Mistral AIEarly 2023 (training data cuts off in early…

Benchmarks both models report

BenchmarkMixtral 8x22BClaude 2.1
MMLU77.7%78.5%
GSM8K90.8%88%

Scores are as published by each maker or its cited source; harness, reasoning effort and date can differ between rows, so treat small gaps as ties. Sources are listed on each model page.

Which one should you pick?

Pick Mixtral 8x22B if…

  • You care about GSM8K (it scores higher on 1 shared benchmark).
  • Cost matters: input tokens cost 4× less ($2 vs $8 per 1M).
  • You want to self-host or fine-tune (open weights, Apache 2.0).
  • Your use case is: self-hosted open-weight LLM deployments where data must stay on-premises or in a controlled environment.

Pick Claude 2.1 if…

  • You care about MMLU (it scores higher on 1 shared benchmark).
  • You need the longer context (200K vs 64K).
  • Your use case is: long-document analysis: summarizing and querying lengthy manuals, contracts, and financial filings.

FAQ

Which is better, Mixtral 8x22B or Claude 2.1?

Mixtral 8x22B and Claude 2.1 split the 2 benchmarks both report evenly; Mixtral 8x22B is cheaper on input tokens ($2 vs $8 per 1M, 4×); Claude 2.1 has the larger context window (200K vs 64K); Mixtral 8x22B ships open weights while Claude 2.1 is API-only. The better pick depends on whether you value benchmark scores, price per token, context length or openness for your workload.

How much cheaper is Mixtral 8x22B?

Mixtral 8x22B: $2.00 per 1M tokens input, $6.00 per 1M tokens output. Claude 2.1: $8.00 input, $24.00 output (list API prices as published by each maker).

What are the context windows of Mixtral 8x22B and Claude 2.1?

Mixtral 8x22B offers 64K with up to 4K (la Plateforme; ~8K on some providers) output; Claude 2.1 offers 200K tokens with up to ~4,000 tokens (Claude 2 was trained to generate coherent documents up to 4,000 tokens) output.

Is Mixtral 8x22B newer than Claude 2.1?

Mixtral 8x22B was released 2024-04-10; Claude 2.1 was released 2023-11-21.

Go deeper